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| # Case Study: hard_011 (Investor Dinner Cascade) | |
| ## Baseline (immediate submit) | |
| - Reward: 0.5000 | |
| - Steps: 1 | |
| - Violations: 0 | |
| - Feedback: [constraints] 0/6 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] MISSING email to Team | MISSING email to VP_Chen | [efficiency] 1 steps (optimal: 7) | |
| ## Improved policy | |
| - Reward: 0.9900 | |
| - Steps: 5 | |
| - Violations: 0 | |
| - Feedback: [constraints] 6/6 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | Email to VP_Chen: full credit | [efficiency] 5 steps (optimal: 7) | |
| ## Why improved policy scores higher | |
| - Resolves lower-priority personal conflict (`cancel_event evt_90`) | |
| - Preserves high-priority investor objective (`book_restaurant Sky Lounge`) | |
| - Renegotiates existing social commitment via communication (`send_email Team`) | |
| - Confirms delivery to executive stakeholder (`send_email VP_Chen`) | |